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It is not very different from standard classification except that the time shifts across time series should be corrected by using a suitable alignment algorithm.
We also evaluated the framework on UCR time series repository for which we can conclude that a suitable alignment method enhances the time series classification performance on nearly every dataset.
Finding the rigid transformation producing a suitable alignment of the resulting point clouds, without having a previous estimate, is a problem that has been approached using different strategies [2, 3].
Depending on the size of an alignment, MAFFT automatically chooses a suitable alignment option, such as L-INS-i for < 200 sequences and FFT-NS-2 for > 2,000 sequences [ 33, 34].
While the potential of chromatographic fingerprinting is undisputed, the choice of a suitable alignment strategy out of the algorithms available is not an easy task and represents a major obstruction for further acceptance and use of chromatographic profiling.
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Perhaps a more suitable alignment would have had Santana still on the mound.
Thus, the resulting bifunctional GO/V doped NaNbO3(100) heterostructure is endowed with a suitable band alignment, narrow band gap, negatively charged O atoms on the NaNbO3(100) surface and enhanced separation of charge carriers.
A suitable band alignment between the constituents is an effective method for separating photoinduced electron hole pairs and enhancing photocatalytic performance [14, 16, 17].
As a competitive candidate, it requires that c-silicyne has (i) a strong adsorption ability for the visible light and (ii) a suitable band alignment with acceptor materials for the electron-hole separation.
Once a suitable sequence alignment was produced, indels were coded.
Table 2 RMSD values along with their suitable alignment for Hit Compounds Comp.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com